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One of the four divisions of observations which have been grouped into four equal-sized sets based on their statistical rank. The quartile including the top statistically ranked members is called the first quartile and denoted . The other quartiles are similarly denoted , , and . For data points with of the form (for , 1, ...), the hinges are identical to the first and third quartiles.
The following table summarizes a number of common methods for computing the position of the first and third quartiles from a sample size (P. Stikker, pers. comm., Jan. 24, 2005). In the table, denotes the nearest integer function.
method | 1st quartile | 1st quartile | 3rd quartile | 3rd quartile |
odd | even | odd | even | |
Minitab | ||||
Tukey (Hoaglin et al. 1983) | ||||
Moore and McCabe (2002) | ||||
Mendenhall and Sincich (1995) | ||||
Freund and Perles (1987) |
REFERENCES:
Freund, J. and Perles, B. "A New Look at Quartiles of Ungrouped Data." American Stat. 41, 200-203, 1987.
Hoaglin, D.; Mosteller, F.; and Tukey, J. (Ed.). Understanding Robust and Exploratory Data Analysis. New York: Wiley, pp. 39, 54, 62, 223, 1983.
Kenney, J. F. and Keeping, E. S. "Quartiles." §3.3 in Mathematics of Statistics, Pt. 1, 3rd ed. Princeton, NJ: Van Nostrand, pp. 35-37, 1962.
Mendenhall, W. and Sincich, T. L. Statistics for Engineering and the Sciences, 4th ed. Prentice-Hall, 1995.
Moore, D. S. and McCabe, G. P. Introduction to the Practice of Statistics, 4th ed. New York: W. H. Freeman, 2002.
Whittaker, E. T. and Robinson, G. The Calculus of Observations: A Treatise on Numerical Mathematics, 4th ed. New York: Dover, pp. 184-186, 1967.
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